Evidence map›Paper›PMID 34959033›Full record

ReviewCurrent opinion in structural biology2022

Implications of disease-related mutations at protein-protein interfaces.

Dapeng Xiong, Dongjin Lee, Le Li, Qiuye Zhao, Haiyuan Yu

Abstract readReview
In one paragraph

Review in Current opinion in structural biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. COSMIC-Linked Ras Mutations at the Interface Between H-Ras and PI3KγbioRxiv : the preprint server for biology · 2026
    Article
  5. Restoring the 14-3-3/CRAF regulatory interaction in Noonan syndrome using molecular glues.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  6. Cancer-associated TRF1 mutations alter PARP1 interaction dynamics: an in silico study.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Quantum neural networks meet federated learning for DNA mutation prediction.Computational and structural biotechnology journal · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Structural coverage of the human interactome.Briefings in bioinformatics · 2023
    Article
  19. Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Dapeng XiongDepartment of Computational Biology, Cornell University, Ithaca, NY 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA.
Dongjin LeeDepartment of Computational Biology, Cornell University, Ithaca, NY 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA.
Le LiDepartment of Computational Biology, Cornell University, Ithaca, NY 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA.
Qiuye ZhaoDepartment of Computational Biology, Cornell University, Ithaca, NY 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA.
Haiyuan YuDepartment of Computational Biology, Cornell University, Ithaca, NY 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA. Electronic address: haiyuan.yu@cornell.edu.

Funding

Structure, Function, and Dynamics of Macro-molecular Complexes that Execute and Regulate Genome FunctionRM1GM139738 · NIGMS · CORNELL UNIVERSITY · PI Thomas George Wade Graham, Steven Zvi Josefowicz · 2021 to 2026
$14.4M
New Generation DelPhi: large systems and beyond electrostaticsR01GM093937 · NIGMS · CLEMSON UNIVERSITY · PI ALEXOV, EMIL GEORGIEV · 2010 to 2023
$4.3M
Integrated high-throughput functional assays to identify ulcerative colitis causal risk variantsR01DK115398 · NIDDK · CORNELL UNIVERSITY · PI KLEIN, ROBERT J., YU, HAIYUAN · 2018 to 2022
$3.3M
Quantifying molecular consequences of human missense variants with large-scale interactome perturbation studiesR01GM125639 · NIGMS · CORNELL UNIVERSITY · PI ALEXOV, EMIL GEORGIEV, CLARK, ANDREW G · 2018 to 2021
$2.6M
Towards a comprehensive multiscale 3D human interactome networkR01GM124559 · NIGMS · CORNELL UNIVERSITY · PI YU, HAIYUAN · 2017 to 2020
$1.5M
NIDDK NIH HHS R01 DK115398NIGMS NIH HHS R01 GM093937NIGMS NIH HHS R01 GM124559NIGMS NIH HHS R01 GM125639NIGMS NIH HHS RM1 GM139738
6 · The paper itself

Abstract

Protein-protein interfaces have been attracting great attention owing to their critical roles in protein-protein interactions and the fact that human disease-related mutations are generally enriched in them. Recently, substantial research progress has been made in this field, which has significantly promoted the understanding and treatment of various human diseases. For example, many studies have discovered the properties of disease-related mutations. Besides, as more large-scale experimental data become available, various computational approaches have been proposed to advance our understanding of disease mutations from the data. Here, we overview recent advances in characteristics of disease-related mutations at protein-protein interfaces, mutation effects on protein interactions, and investigation of mutations on specific diseases.

Indexed as

ProteinsHumansMutationProteins

Identifiers

PMID34959033
PMCPMC8863207

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.